{
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   "source": [
    "* 日期：2023-05-17\\\\ week13（周三）  \n",
    "* 课程：Python-data-analysis-couse  \n",
    "* 记录人：黄斐珍  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1ea30292",
   "metadata": {},
   "outputs": [
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'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=36&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=36', 'link': 'https://www.liepin.com/job/1925415919.shtml', 'advViewFlag': False, 'requireWorkYears': '3-5年'}}, {'recruiter': {'recruiterName': '邱女士', 'recruiterTitle': '人力资源管理', 'imId': 'd458df6acc9507089941166e65ebdb6f', 'imUserType': '2', 'chatted': False, 'recruiterPhoto': '62903e4ce4c190153f6f304c06u.jpg', 'recruiterId': '2b6b0643bf65c612313162312f0bffed'}, 'comp': {'compStage': '科创板上市', 'compLogo': '616e7903bbe0bb0ec5705fe401u.png', 'compName': '英雄互娱科技股份有限公司', 'compId': 8307104, 'compScale': '1000-2000人', 'link': 'https://www.liepin.com/company/8307104/', 'compIndustry': '游戏'}, 'dataInfo': '%7B%22jobId%22%3A%2231935443%22%2C%22as_from%22%3A%22search_prime%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%7D', 'dataParams': '{\"jobId\":\"31935443\",\"jobKind\":\"2\",\"userId\":\"2b6b0643bf65c612313162312f0bffed\",\"recruiterName\":\"邱女士\",\"imId\":\"d458df6acc9507089941166e65ebdb6f\",\"imUserType\":\"2\",\"recruiterPhoto\":\"62903e4ce4c190153f6f304c06u.jpg\"}', 'job': {'labels': ['数据分析'], 'jobId': '31935443', 'refreshTime': '20200921191755', 'jobKind': '2', 'pcOuterLink': '', 'salary': '15-30k·13薪', 'dq': '广州-海珠区', 'title': '游戏PM', 'topJob': False, 'h5OuterLink': '', 'requireEduLevel': '本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=37', 'link': 'https://www.liepin.com/job/1931935443.shtml', 'advViewFlag': False, 'requireWorkYears': '3-5年'}}, {'recruiter': {'recruiterName': '刘女士', 'recruiterTitle': 'Consultant', 'imId': 'b76b2be27ab4a4746042c177f0a1d2b1', 'imUserType': '2', 'chatted': False, 'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg', 'recruiterId': 'e8c70da123d6c7e1efcb8675c412f368'}, 'comp': {'compLogo': '5bfea15d74719d2aa34c24f803a.png', 'compName': '恩梯梯数据(中国)', 'compId': 6629285, 'compScale': '2000-5000人', 'link': 'https://www.liepin.com/company/6629285/', 'compIndustry': 'IT服务'}, 'dataInfo': '%7B%22jobId%22%3A%2223154709%22%2C%22as_from%22%3A%22search_prime%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%7D', 'dataParams': '{\"jobId\":\"23154709\",\"jobKind\":\"2\",\"userId\":\"e8c70da123d6c7e1efcb8675c412f368\",\"recruiterName\":\"刘女士\",\"imId\":\"b76b2be27ab4a4746042c177f0a1d2b1\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}', 'job': {'labels': [], 'jobId': '23154709', 'refreshTime': '20200728103437', 'jobKind': '2', 'pcOuterLink': '', 'salary': '薪资面议', 'dq': '广州-天河区', 'title': '数字营销PM', 'topJob': False, 'h5OuterLink': '', 'requireEduLevel': '本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=38', 'link': 'https://www.liepin.com/job/1923154709.shtml', 'advViewFlag': False, 'requireWorkYears': '5-10年'}}, {'recruiter': {'recruiterName': '林女士', 'recruiterTitle': 'consultant', 'imId': '4e9d98e158ba3d98966d2c65245014c5', 'imUserType': '2', 'chatted': False, 'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg', 'recruiterId': 'b7496ba1a2ad4a49540e81c097c2c00b'}, 'comp': {'compLogo': '5f5af11af6d1ab584752271c08u.png', 'compName': '昆翎医药', 'compId': 8014813, 'compScale': '1000-2000人', 'link': 'https://www.liepin.com/company/8014813/', 'compIndustry': '制药'}, 'dataInfo': '%7B%22jobId%22%3A%2245175333%22%2C%22as_from%22%3A%22search_prime%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%7D', 'dataParams': '{\"jobId\":\"45175333\",\"jobKind\":\"2\",\"userId\":\"b7496ba1a2ad4a49540e81c097c2c00b\",\"recruiterName\":\"林女士\",\"imId\":\"4e9d98e158ba3d98966d2c65245014c5\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}', 'job': {'labels': ['临床试验', '临床项目管理', 'GCP认证', 'CE认证'], 'jobId': '45175333', 'refreshTime': '20221024180150', 'jobKind': '2', 'pcOuterLink': '', 'salary': '25-45k', 'dq': '广州', 'title': '临床试验项目经理PM', 'topJob': False, 'h5OuterLink': '', 'requireEduLevel': '统招本科', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=39', 'link': 'https://www.liepin.com/job/1945175333.shtml', 'advViewFlag': False, 'requireWorkYears': '3-5年'}}], 'compList': []}, 'pagination': {'currentPage': 0, 'pageSize': 40, 'totalPage': 10, 'hasNext': False, 'totalCounts': 802}, 'passThroughData': {'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'sfrom': 'search_job_pc'}}}\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "import json\n",
    "\n",
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"050020\",\n",
    "            \"dq\": \"050020\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "\n",
    "\n",
    "# set the headers\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': 'inited_user=daf7251f92024e8969feb28b0e9ad34c; XSRF-TOKEN=ioYE87NtQmKVBO3G0Y0HCg; __gc_id=37822670cebb460693955108ff86d124; __uuid=1679636647293.55; __tlog=1679636647295.49%7C00000000%7C00000000%7C00000000%7C00000000; _ga=GA1.1.1687403970.1681896657; acw_tc=276077d816837105124564397e9c8b7118940ba709aa4ba34680cbb786f8bc; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1683710513; UniqueKey=95507c72a8d5ae141a667e00ad0d9493; liepin_login_valid=0; lt_auth=s%2Bpfa3QGxlzxtXfR3zQN4vociI39UWvIpX8EhE0Ahoe%2BCqG04PngSwOGq7EExAMhxB8mc8ULN7j9Mun%2BzHBP6UIbwGqnl4CyvOW92GECS%2B1cN8W2vezHl8zRQpQcl0AC8nFbtkIL%2BQ%3D%3D; access_system=C; user_roles=0; user_photo=5f8fa3a679c7cc70efbf444e08u.png; user_name=%E8%AE%B8%E6%99%BA%E8%B6%85; need_bind_tel=false; new_user=false; c_flag=fa43f4d55f3df63a96a7b4f194e214d4; inited_user=daf7251f92024e8969feb28b0e9ad34c; imId=c5f9b89f8466dffe6882ca1e5431db9c; imId_0=c5f9b89f8466dffe6882ca1e5431db9c; imClientId=c5f9b89f8466dffeb1921abcfab3aed0; imClientId_0=c5f9b89f8466dffeb1921abcfab3aed0; imApp_0=1; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1683710561; __session_seq=24; __uv_seq=4; fe_im_socketSequence_new_0=2_2_2; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_95507c72a8d5ae141a667e00ad0d9493%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; _ga_54YTJKWN86=GS1.1.1683710511.3.1.1683710585.0.0.0',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': '296c6ffc-320c-4ab2-ab90-29e44a2664d4',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'ioYE87NtQmKVBO3G0Y0HCg'\n",
    "}\n",
    "\n",
    "# send a POST request with headers\n",
    "r = requests.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "# extract the JSON data from the response\n",
    "response_data = r.json()\n",
    "\n",
    "# example: print the number of job postings returned\n",
    "print(response_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8458c3c6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b3610d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "#向上取整\n",
    "page="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "320cb056",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 可视化：以可视化工具数据形态符合的数据进行输入\n",
    "\n",
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import Map\n",
    "from pyecharts.faker import Faker\n",
    "\n",
    "c = (\n",
    "    Map()\n",
    "    .add(\"商家A\", [list(z) for z in zip(广州地区, 广州_岗位个数)], \"广州\")\n",
    "    .set_global_opts(\n",
    "        title_opts=opts.TitleOpts(title=\"Map-广州地图\"), visualmap_opts=opts.VisualMapOpts()\n",
    "    )\n",
    "    \n",
    ")\n",
    "c.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b10c480d",
   "metadata": {},
   "outputs": [],
   "source": [
    "城市编码={\n",
    "    '北京':'010',\n",
    "    '上海':'020',\n",
    "    '广州':'050020',\n",
    "    '深圳':'050090'\n",
    "    \n",
    "}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8e594bd9",
   "metadata": {},
   "outputs": [],
   "source": [
    "用户输入城市=城市编码[input(\"请输入你要查询的城市：\")]"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
